Title :
Security in Online Learning Assessment Towards an Effective Trustworthiness Approach to Support E-Learning Teams
Author :
Miguel, Jorge ; CaballeÌ, Santi ; Xhafa, Fatos ; Prieto, Josep
Author_Institution :
Dept. of Comput. Sci., Multimedia, & Telecommun., Open Univ. of Catalonia, Barcelona, Spain
Abstract :
This paper proposes a trustworthiness model for the design of secure learning assessment in on-line collaborative learning groups. Although computer supported collaborative learning has been widely adopted in many educational institutions over the last decade, there exist still drawbacks which limit their potential in collaborative learning activities. Among these limitations, we investigate information security requirements in on-line assessment, (e-assessment), which can be developed in collaborative learning contexts. Despite information security enhancements have been developed in recent years, to the best of our knowledge, integrated and holistic security models have not been completely carried out yet. Even when security advanced methodologies and technologies are deployed in Learning Management Systems, too many types of vulnerabilities still remain opened and unsolved. Therefore, new models such as trustworthiness approaches can overcome these lacks and support e-assessment requirements for e-Learning. To this end, a trustworthiness model is designed in order to conduct the guidelines of a holistic security model for on-line collaborative learning through effective trustworthiness approaches. In addition, since users´ trustworthiness analysis involves large amounts of ill-structured data, a parallel processing paradigm is proposed to build relevant information modeling trustworthiness levels for e-Learning.
Keywords :
educational institutions; learning management systems; security of data; e-learning teams; educational institutions; effective trustworthiness approach; learning management system; online collaborative learning groups; online learning assessment security; trustworthiness model; Collaborative work; Context; Educational institutions; Electronic learning; Instruments; Least squares approximations; Security; collaborative learning; e-assessment; information security; parallel processing; trustworthiness;
Conference_Titel :
Advanced Information Networking and Applications (AINA), 2014 IEEE 28th International Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4799-3629-8
DOI :
10.1109/AINA.2014.106